Modelling and Explaining Legal Case-based Reasoners through Classifiers.
Xinghan LiuEmiliano LoriniAntonino RotoloGiovanni SartorPublished in: CoRR (2022)
Keyphrases
- case based reasoning
- machine learning algorithms
- naive bayes
- training data
- legal reasoning
- test set
- data sets
- decision trees
- support vector
- reasoning systems
- machine learning
- case based learning
- model based reasoning
- multiple classifiers
- supervised classification
- training samples
- legal information
- machine learning methods
- feature set
- individual classifiers
- legal argument
- artificial intelligence and law
- legal cases
- multi class
- legal documents
- practical reasoning
- semi supervised
- classifier combination
- training examples
- majority voting
- decision boundary
- classification systems
- svm classifier
- classification rate